id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
1,179,100
45
Female
128,915
Single
null
Master's
Employed
23.291955
Rural
Basic
1
12
398
2
2022-09-22 15:21:39.283783
Average
No
Monthly
Condo
1,246
1,179,101
52
Female
31,046
Single
2
High School
Employed
10.459786
Urban
Basic
null
19
845
3
2022-03-30 15:21:39.253660
Good
Yes
Rarely
House
1,823
1,179,102
62
Male
61,149
Divorced
2
High School
null
null
Suburban
Comprehensive
0
0
566
4
2019-09-30 15:21:39.093681
Average
Yes
Daily
Condo
1,881
1,179,103
47
Male
3,420
Married
3
Bachelor's
null
34.242662
Suburban
Basic
null
6
501
2
2022-05-10 15:21:39.237118
Poor
Yes
Weekly
Apartment
757
1,179,104
60
Female
14,073
Divorced
3
PhD
null
11.333983
Rural
Basic
null
7
591
9
2022-06-06 15:21:39.264504
Good
Yes
Rarely
House
832
1,179,105
57
Female
39,193
Married
1
Bachelor's
Unemployed
23.879307
Rural
Comprehensive
1
6
593
7
2023-12-20 15:21:39.182597
Poor
Yes
Rarely
House
1,723
1,179,106
45
Female
null
Married
0
High School
Self-Employed
18.273754
Suburban
Premium
0
18
415
1
2023-11-04 15:21:39.256696
Poor
Yes
Weekly
House
1,711
1,179,107
20
Female
12,058
Divorced
3
PhD
null
10.53478
Suburban
Comprehensive
2
8
788
1
2023-12-07 15:21:39.175719
Good
Yes
Monthly
House
549
1,179,108
25
Female
914
Married
3
Bachelor's
Self-Employed
38.890777
Urban
Premium
1
17
757
6
2020-03-07 15:21:39.134960
Good
Yes
Daily
Condo
30
1,179,109
54
Male
45,902
Divorced
4
PhD
Employed
11.177718
Suburban
Premium
0
10
null
8
2019-09-24 15:21:39.221386
Poor
Yes
Monthly
House
593
1,179,110
22
Male
35,244
Divorced
3
Master's
Employed
9.653969
Suburban
Premium
1
10
678
5
2024-07-25 15:21:39.206847
Good
Yes
Daily
Condo
588
1,179,111
51
Female
3,563
Single
3
High School
Employed
18.419934
Urban
Premium
2
18
520
1
2023-03-27 15:21:39.268507
Poor
Yes
Daily
Condo
1,695
1,179,112
53
Male
394
Single
0
Master's
null
null
Rural
Basic
0
0
733
3
2021-03-29 15:21:39.155231
Average
No
Monthly
House
561
1,179,113
null
Female
2,722
Divorced
null
PhD
null
40.938806
Urban
Basic
1
1
613
7
2019-09-09 15:21:39.147735
Average
No
Monthly
Apartment
899
1,179,114
43
Female
20,894
Married
4
PhD
null
26.083024
Urban
Premium
null
14
639
6
2021-04-17 15:21:39.132191
Average
Yes
Rarely
Apartment
28
1,179,115
39
Male
40,753
Divorced
3
High School
Self-Employed
20.09668
Urban
Basic
3
13
469
6
2021-05-06 15:21:39.167099
Average
Yes
Rarely
Apartment
1,726
1,179,116
39
Female
47,392
Divorced
1
Bachelor's
Employed
29.182247
Suburban
Premium
0
5
615
7
2023-09-06 15:21:39.174719
Poor
Yes
Daily
Condo
403
1,179,117
63
Male
38,305
Divorced
null
Bachelor's
null
37.299868
Rural
Comprehensive
null
2
485
2
2023-03-31 15:21:39.233485
Average
No
Weekly
House
2,960
1,179,118
35
Female
null
Married
null
PhD
Self-Employed
33.518737
Urban
Comprehensive
0
11
387
5
2021-10-18 15:21:39.243673
null
No
Daily
House
460
1,179,119
54
Female
23,989
Divorced
4
Bachelor's
Employed
22.283524
Urban
Comprehensive
null
17
835
2
2021-10-04 15:21:39.272456
Average
No
Weekly
Condo
394
1,179,120
63
Female
20,982
Married
2
Bachelor's
Employed
13.542108
Rural
Comprehensive
null
11
544
3
2021-10-11 15:21:39.155231
Poor
Yes
Rarely
Apartment
790
1,179,121
52
Female
5,459
Divorced
3
PhD
Self-Employed
7.38214
Rural
Premium
1
5
385
3
2019-09-03 15:21:39.088124
Good
Yes
Rarely
House
436
1,179,122
60
Male
3,971
Married
2
Bachelor's
Unemployed
null
Rural
Comprehensive
2
0
639
1
2021-12-17 15:21:39.248098
Good
Yes
Rarely
Apartment
523
1,179,123
50
Female
54,791
Single
0
Master's
Self-Employed
16.829822
Rural
Premium
2
12
652
2
2023-08-13 15:21:39.250151
null
Yes
Weekly
House
1,692
1,179,124
33
Male
59,895
Married
2
High School
null
41.755977
Urban
Basic
0
13
null
2
2019-08-20 15:21:39.237118
Average
Yes
Daily
Condo
322
1,179,125
49
Female
4,064
Single
0
Bachelor's
null
17.227217
Urban
Comprehensive
null
5
473
3
2019-11-04 15:21:39.081504
Average
No
Weekly
Apartment
1,190
1,179,126
50
Male
28,820
Married
1
Bachelor's
Self-Employed
21.641138
Rural
Premium
null
16
null
9
2021-04-16 15:21:39.155231
Good
Yes
Weekly
House
47
1,179,127
47
Male
35,227
Married
null
Bachelor's
Self-Employed
21.936357
Rural
Premium
null
3
712
3
2021-02-18 15:21:39.192212
Poor
No
Rarely
Condo
2,221
1,179,128
35
Female
20,862
Single
0
High School
null
5.844663
Suburban
Premium
0
16
null
6
2024-05-03 15:21:39.134960
null
Yes
Weekly
House
1,731
1,179,129
26
Male
14,349
Single
4
Master's
Unemployed
25.527551
Urban
Comprehensive
2
7
614
2
2021-06-06 15:21:39.271453
Poor
No
Monthly
Apartment
1,230
1,179,130
29
Male
28,509
Married
1
Bachelor's
Unemployed
31.788305
Rural
Comprehensive
0
12
409
2
2022-07-07 15:21:39.134960
Poor
Yes
Rarely
House
1,164
1,179,131
38
Male
43,750
Single
2
Bachelor's
Unemployed
null
Urban
Comprehensive
null
11
567
3
2020-08-10 15:21:39.202448
Average
No
Weekly
Condo
1,828
1,179,132
45
Female
16,339
Single
0
PhD
Self-Employed
18.079344
Rural
Premium
null
10
null
5
2020-05-02 15:21:39.181605
Average
Yes
Monthly
Condo
831
1,179,133
27
Male
37,899
Single
2
Master's
Employed
10.926775
Suburban
Basic
0
6
830
6
2023-08-04 15:21:39.288099
Average
No
Daily
Apartment
852
1,179,134
62
Female
20,997
Single
1
Master's
Unemployed
39.994471
Suburban
Basic
2
18
565
4
2021-12-17 15:21:39.134960
Average
No
Rarely
House
790
1,179,135
40
Female
1,808
Divorced
3
Master's
Self-Employed
17.771532
Rural
Premium
null
3
null
1
2019-09-14 15:21:39.192212
Average
Yes
Daily
Apartment
270
1,179,136
null
Male
138,539
Married
3
Bachelor's
Self-Employed
36.054023
Suburban
Basic
null
18
368
6
2021-09-18 15:21:39.188220
Good
No
Daily
House
1,211
1,179,137
63
Male
4,517
Divorced
1
Bachelor's
null
26.093848
Suburban
Comprehensive
0
19
743
9
2024-01-12 15:21:39.183598
null
No
Weekly
House
908
1,179,138
48
Male
5,961
Single
3
Master's
Employed
22.849094
Urban
Basic
1
17
592
7
2023-04-07 15:21:39.186212
Average
Yes
Monthly
House
476
1,179,139
50
Female
24,040
Married
3
PhD
null
26.620054
Rural
Comprehensive
1
2
null
6
2021-10-12 15:21:39.188220
Poor
No
Daily
House
1,311
1,179,140
33
Female
9,045
Single
3
Master's
null
42.261422
Urban
Premium
0
15
694
8
2021-08-09 15:21:39.188220
Average
Yes
Weekly
Apartment
2,463
1,179,141
26
Male
null
Married
4
PhD
Employed
8.072871
Suburban
Premium
1
0
442
2
2022-12-27 15:21:39.134960
Poor
No
Weekly
Condo
130
1,179,142
55
Female
1,094
Divorced
null
Bachelor's
null
25.087083
Rural
Comprehensive
1
11
null
1
2021-02-18 15:21:39.134960
Average
No
Rarely
Apartment
2,588
1,179,143
36
Female
1,982
Married
3
PhD
null
31.904652
Suburban
Premium
null
0
677
6
2024-03-03 15:21:39.264504
Poor
No
Daily
House
3,028
1,179,144
52
Female
5,712
Single
1
High School
Employed
18.79473
Suburban
Basic
1
4
686
5
2020-11-24 15:21:39.092127
Average
No
Rarely
House
1,221
1,179,145
60
Female
1,099
Married
null
PhD
Self-Employed
15.933672
Rural
Comprehensive
0
5
801
2
2021-03-19 15:21:39.237118
Average
Yes
Daily
Apartment
150
1,179,146
32
Male
30,690
Divorced
4
Bachelor's
null
18.746991
Rural
Comprehensive
2
9
818
6
2024-04-12 15:21:39.087123
Good
Yes
Weekly
Apartment
1,155
1,179,147
55
Female
15,189
Divorced
1
High School
Employed
33.17597
Urban
Basic
1
1
619
7
2024-01-30 15:21:39.134960
Poor
Yes
Monthly
Condo
1,391
1,179,148
35
Male
17,081
Married
4
Master's
Self-Employed
27.973705
Suburban
Premium
0
17
586
9
2022-03-13 15:21:39.155231
Good
No
Monthly
House
382
1,179,149
43
Male
5,875
Divorced
1
Bachelor's
Self-Employed
28.402271
Urban
Basic
0
4
353
1
2023-05-17 15:21:39.237118
Average
No
Daily
House
1,018
1,179,150
33
Female
6,358
Divorced
0
Bachelor's
null
29.811348
Rural
Premium
0
14
534
7
2022-06-01 15:21:39.219432
Poor
No
Rarely
Apartment
431
1,179,151
48
Female
3,700
Divorced
1
Bachelor's
null
11.859783
Rural
Basic
3
5
616
7
2024-05-10 15:21:39.155231
Poor
No
Monthly
Condo
881
1,179,152
29
Male
6,847
Divorced
0
PhD
Employed
25.037335
Urban
Comprehensive
null
7
667
6
2022-11-28 15:21:39.259788
Poor
No
Weekly
Condo
3,445
1,179,153
47
Female
18,644
Divorced
0
Master's
Self-Employed
14.865992
Rural
Premium
null
15
745
1
2021-10-06 15:21:39.237118
Good
No
Rarely
Condo
872
1,179,154
45
Male
43,472
Single
4
Master's
Employed
50.018421
Suburban
Comprehensive
null
19
568
6
2020-07-15 15:21:39.207847
Average
No
Daily
Apartment
2,675
1,179,155
31
Female
43,978
Married
0
Bachelor's
Employed
23.636186
Urban
Basic
null
10
827
9
2023-06-25 15:21:39.086123
Average
No
Rarely
Condo
1,505
1,179,156
19
Male
4,717
Divorced
3
Master's
null
45.067559
Suburban
Comprehensive
2
2
357
6
2019-08-25 15:21:39.188220
Average
No
Monthly
House
562
1,179,157
49
Female
16,984
Divorced
4
Bachelor's
null
36.881339
Suburban
Comprehensive
null
19
null
6
2022-04-14 15:21:39.283783
Good
No
Weekly
Condo
2,031
1,179,158
29
Female
9,077
Single
0
Bachelor's
Unemployed
38.186577
Urban
Comprehensive
null
17
712
3
2019-10-21 15:21:39.237118
Good
Yes
Rarely
House
1,514
1,179,159
21
Female
10,881
Divorced
1
Bachelor's
null
null
Suburban
Basic
0
9
null
1
2021-11-25 15:21:39.091080
Poor
No
Weekly
Apartment
1,489
1,179,160
49
Male
3,833
Divorced
null
High School
Unemployed
20.566759
Rural
Comprehensive
2
19
822
3
2023-02-12 15:21:39.174719
Poor
Yes
Rarely
Apartment
1,049
1,179,161
31
Male
979
Divorced
2
PhD
Employed
13.873018
Rural
Basic
0
18
335
3
2021-08-26 15:21:39.123711
Average
No
Monthly
Condo
1,608
1,179,162
37
Male
35
Married
3
Bachelor's
Employed
8.049487
Urban
Basic
null
12
666
5
2021-06-13 15:21:39.253660
Poor
Yes
Daily
House
708
1,179,163
55
Male
89,172
Married
2
PhD
Employed
22.816111
Urban
Comprehensive
2
3
542
9
2024-03-17 15:21:39.226954
Good
Yes
Weekly
House
374
1,179,164
45
Female
39,042
Divorced
1
Bachelor's
Self-Employed
22.564309
Urban
Comprehensive
1
16
620
5
2022-11-03 15:21:39.155231
Average
No
Rarely
Apartment
2,473
1,179,165
58
Male
5,806
Divorced
null
PhD
Self-Employed
7.022931
Urban
Comprehensive
null
12
442
7
2019-09-30 15:21:39.172097
Average
No
Daily
Apartment
277
1,179,166
23
Female
34,294
Married
2
High School
Self-Employed
9.564972
Rural
Premium
0
10
593
2
2021-01-14 15:21:39.147735
Average
No
Weekly
House
532
1,179,167
51
Female
15,258
Single
null
Master's
Unemployed
51.694656
Suburban
Comprehensive
null
9
739
6
2021-09-01 15:21:39.094752
Good
Yes
Weekly
Apartment
964
1,179,168
49
Female
24,122
Single
2
High School
Self-Employed
34.984041
Rural
Premium
0
0
772
8
2020-11-09 15:21:39.228521
Average
Yes
Monthly
Condo
682
1,179,169
38
Female
29,173
Divorced
0
Bachelor's
Unemployed
7.827696
Rural
Basic
null
1
781
4
2020-10-27 15:21:39.126661
Good
Yes
Weekly
Condo
931
1,179,170
33
Male
44,991
Single
null
Bachelor's
Unemployed
null
Urban
Premium
null
2
508
6
2024-02-01 15:21:39.134960
null
Yes
Monthly
Condo
871
1,179,171
57
Female
44,809
Married
4
PhD
Employed
32.715108
Suburban
Comprehensive
null
3
823
7
2022-10-08 15:21:39.281787
Poor
No
Daily
Apartment
1,364
1,179,172
26
Male
23,063
Divorced
3
Bachelor's
Unemployed
30.895758
Urban
Comprehensive
1
15
628
3
2020-03-01 15:21:39.197445
Good
No
Monthly
House
1,127
1,179,173
64
Female
7,073
Single
2
Bachelor's
Self-Employed
21.146665
Rural
Basic
0
16
579
4
2021-01-16 15:21:39.185215
Good
Yes
Weekly
Apartment
1,257
1,179,174
54
Female
1,344
Divorced
null
PhD
null
46.947327
Suburban
Comprehensive
1
18
427
6
2020-08-28 15:21:39.237118
Average
No
Daily
Apartment
206
1,179,175
18
Female
20,685
Married
null
Bachelor's
Self-Employed
41.669765
Suburban
Premium
null
5
779
8
2021-06-04 15:21:39.081504
Good
No
Daily
Apartment
1,325
1,179,176
31
Female
22,276
Divorced
0
Bachelor's
null
18.882833
Suburban
Basic
1
12
null
4
2020-12-08 15:21:39.096739
Average
Yes
Monthly
Apartment
33
1,179,177
50
Female
57,836
Divorced
null
PhD
Unemployed
17.488897
Suburban
Comprehensive
null
4
364
8
2021-01-23 15:21:39.125660
Average
Yes
Daily
Condo
1,618
1,179,178
18
Female
7,818
Single
2
PhD
Self-Employed
18.991466
Rural
Premium
0
16
571
5
2019-12-13 15:21:39.266452
Average
No
Rarely
Apartment
2,142
1,179,179
24
Female
5,252
Single
0
Master's
null
9.719378
Suburban
Premium
2
13
479
2
2021-07-03 15:21:39.177724
Poor
No
Weekly
Condo
1,167
1,179,180
57
Female
null
Single
null
High School
null
16.093787
Suburban
Basic
0
4
664
3
2019-08-31 15:21:39.155231
Average
No
Daily
Condo
362
1,179,181
24
Female
90,191
Married
2
Master's
Unemployed
13.269632
Suburban
Basic
2
11
589
2
2023-01-18 15:21:39.220389
Poor
No
Rarely
Condo
2,237
1,179,182
43
Female
null
Married
0
PhD
Unemployed
32.552814
Urban
Basic
null
17
381
3
2020-10-10 15:21:39.155231
Good
Yes
Weekly
Apartment
602
1,179,183
29
Male
5,854
Single
3
High School
null
26.981785
Rural
Basic
1
19
456
9
2023-03-26 15:21:39.224915
Average
Yes
Weekly
Condo
728
1,179,184
44
Male
35,644
Divorced
2
Bachelor's
Employed
25.724082
Rural
Premium
1
15
622
2
2021-08-14 15:21:39.172097
Poor
No
Monthly
House
1,757
1,179,185
26
Female
4,735
Single
1
PhD
null
13.016658
Rural
Premium
null
17
null
4
2022-09-20 15:21:39.130190
Good
No
Weekly
Apartment
394
1,179,186
28
Female
38,156
Married
0
High School
null
31.053025
Suburban
Premium
0
7
778
1
2022-01-03 15:21:39.205850
Good
No
Weekly
House
1,322
1,179,187
33
Female
2,907
Married
3
High School
Employed
null
Suburban
Premium
0
4
731
3
2023-10-22 15:21:39.192212
Average
Yes
Weekly
House
801
1,179,188
50
Male
15,886
Single
null
PhD
Employed
42.824744
Rural
Basic
3
1
678
6
2024-01-15 15:21:39.120168
Poor
No
Rarely
Condo
611
1,179,189
50
Male
599
Single
1
Bachelor's
Self-Employed
31.814105
Urban
Premium
0
1
423
5
2023-10-26 15:21:39.155231
Good
No
Daily
Apartment
552
1,179,190
38
Female
null
Married
0
PhD
null
24.494815
Rural
Basic
null
1
586
1
2022-12-11 15:21:39.134960
Average
No
Monthly
House
273
1,179,191
57
Female
18,382
Single
4
PhD
Self-Employed
23.17449
Suburban
Basic
0
19
null
6
2022-05-06 15:21:39.099739
Good
No
Daily
Condo
2,061
1,179,192
44
Male
null
Single
0
High School
Employed
10.241325
Urban
Basic
4
19
731
2
2022-12-11 15:21:39.171102
Average
Yes
Daily
House
3,166
1,179,193
18
Male
3,277
Married
2
Master's
Employed
null
Rural
Premium
0
16
704
8
2022-01-03 15:21:39.172097
Good
Yes
Weekly
Condo
1,236
1,179,194
23
Male
18,058
Single
3
Bachelor's
Self-Employed
32.838555
Urban
Comprehensive
0
6
null
6
2024-05-09 15:21:39.172097
Average
No
Weekly
Apartment
442
1,179,195
36
Male
30,714
Married
4
Master's
Self-Employed
19.18341
Suburban
Premium
null
16
331
9
2024-05-24 15:21:39.155231
Average
No
Rarely
Condo
1,284
1,179,196
27
Male
6,097
Married
0
Master's
Employed
28.934243
Rural
Premium
null
15
null
6
2020-07-23 15:21:39.134960
Good
Yes
Monthly
House
718
1,179,197
47
Male
2,798
Single
1
Bachelor's
null
51.628569
Rural
Basic
2
5
616
4
2023-08-29 15:21:39.133866
Good
No
Monthly
Condo
1,485
1,179,198
52
Male
5,830
Divorced
3
PhD
null
10.723249
Urban
Premium
0
9
633
2
2020-08-26 15:21:39.237118
Average
No
Daily
House
755
1,179,199
61
Female
132,393
Divorced
null
Bachelor's
Employed
17.967155
Rural
Premium
1
5
359
9
2023-12-03 15:21:39.179186
Good
Yes
Weekly
Apartment
645